Udemy - AWS Certified Machine Learning Specialty 2020 – Hands On!

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[FreeCourseWorld.Com] Udemy - AWS Certified Machine Learning Specialty 2020 - Hands On! 01 Introduction
  • 001 Udemy 101.en.srt (3.9 KB)
  • 001 Udemy 101.mp4 (17.4 MB)
  • 002 Course Introduction What to Expect.en.srt (10.3 KB)
  • 002 Course Introduction What to Expect.mp4 (78.2 MB)
  • 003 Get the Course Materials.en.srt (3.3 KB)
  • 003 Get the Course Materials.mp4 (17.3 MB)
  • external-assets-links.txt (0.1 KB)
02 Data Engineering
  • 004 Section Intro Data Engineering.en.srt (1.8 KB)
  • 004 Section Intro Data Engineering.mp4 (24.3 MB)
  • 005 Amazon S3 - Overview.en.srt (8.5 KB)
  • 005 Amazon S3 - Overview.mp4 (24.4 MB)
  • 006 Amazon S3 - Storage Tiers Lifecycle Rules.en.srt (7.3 KB)
  • 006 Amazon S3 - Storage Tiers Lifecycle Rules.mp4 (22.1 MB)
  • 007 Amazon S3 Security.en.srt (12.2 KB)
  • 007 Amazon S3 Security.mp4 (37.2 MB)
  • 008 Kinesis Data Streams Kinesis Data Firehose.en.srt (14.3 KB)
  • 008 Kinesis Data Streams Kinesis Data Firehose.mp4 (39.2 MB)
  • 009 Lab 1.1 - Kinesis Data Firehose.en.srt (9.8 KB)
  • 009 Lab 1.1 - Kinesis Data Firehose.mp4 (35.1 MB)
  • 010 Kinesis Data Analytics.en.srt (7.1 KB)
  • 010 Kinesis Data Analytics.mp4 (21.4 MB)
  • 011 Lab 1.2 - Kinesis Data Analytics.en.srt (11.9 KB)
  • 011 Lab 1.2 - Kinesis Data Analytics.mp4 (52.8 MB)
  • 012 Kinesis Video Streams.en.srt (4.8 KB)
  • 012 Kinesis Video Streams.mp4 (14.1 MB)
  • 013 Kinesis ML Summary.en.srt (1.8 KB)
  • 013 Kinesis ML Summary.mp4 (5.1 MB)
  • 014 Glue Data Catalog Crawlers.en.srt (4.2 KB)
  • 014 Glue Data Catalog Crawlers.mp4 (11.4 MB)
  • 015 Lab 1.3 - Glue Data Catalog.en.srt (7.1 KB)
  • 015 Lab 1.3 - Glue Data Catalog.mp4 (22.5 MB)
  • 016 Glue ETL.en.srt (3.5 KB)
  • 016 Glue ETL.mp4 (9.8 MB)
  • 017 Lab 1.4 - Glue ETL.en.srt (9.7 KB)
  • 017 Lab 1.4 - Glue ETL.mp4 (41.1 MB)
  • 018 Lab 1.5 - Athena.en.srt (2.3 KB)
  • 018 Lab 1.5 - Athena.mp4 (8.7 MB)
  • 019 Lab 1 - Cleanup.en.srt (2.6 KB)
  • 019 Lab 1 - Cleanup.mp4 (9.5 MB)
  • 020 AWS Data Stores in Machine Learning.en.srt (5.4 KB)
  • 020 AWS Data Stores in Machine Learning.mp4 (13.8 MB)
  • 021 AWS Data Pipelines.en.srt (4.5 KB)
  • 021 AWS Data Pipelines.mp4 (14.0 MB)
  • 022 AWS Batch.en.srt (3.0 KB)
  • 022 AWS Batch.mp4 (8.3 MB)
  • 023 AWS DMS - Database Migration Services.en.srt (3.1 KB)
  • 023 AWS DMS - Database Migration Services.mp4 (9.4 MB)
  • 024 AWS Step Functions.en.srt (4.9 KB)
  • 024 AWS Step Functions.mp4 (13.4 MB)
  • 025 Full Data Engineering Pipelines.en.srt (8.8 KB)
  • 025 Full Data Engineering Pipelines.mp4 (22.8 MB)
  • 026 Data Engineering Summary.html (2.9 KB)
03 Exploratory Data Analysis
  • 027 Section Intro Data Analysis.en.srt (2.0 KB)
  • 027 Section Intro Data Analysis.mp4 (27.1 MB)
  • 028 Python in Data Science and Machine Learning.en.srt (21.1 KB)
  • 028 Python in Data Science and Machine Learning.mp4 (46.8 MB)
  • 029 Example Preparing Data for Machine Learning in a Jupyter Notebook.en.srt (17.7 KB)
  • 029 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4 (82.7 MB)
  • 030 Types of Data.en.srt (7.7 KB)
  • 030 Types of Data.mp4 (28.4 MB)
  • 031 Data Distributions.en.srt (9.5 KB)
  • 031 Data Distributions.mp4 (22.4 MB)
  • 032 Time Series Trends and Seasonality.en.srt (6.5 KB)
  • 032 Time Series Trends and Seasonality.mp4 (16.3 MB)
  • 033 Introduction to Amazon Athena.en.srt (8.0 KB)
  • 033 Introduction to Amazon Athena.mp4 (27.9 MB)
  • 034 Overview of Amazon Quicksight.en.srt (9.5 KB)
  • 034 Overview of Amazon Quicksight.mp4 (34.0 MB)
  • 035 Types of Visualizations and When to Use Them.en.srt (7.7 KB)
  • 035 Types of Visualizations and When to Use Them.mp4 (22.6 MB)
  • 036 Elastic MapReduce (EMR) and Hadoop Overview.en.srt (11.4 KB)
  • 036 Elastic MapReduce (EMR) and Hadoop Overview.mp4 (33.8 MB)
  • 037 Apache Spark on EMR.en.srt (15.0 KB)
  • 037 Apache Spark on EMR.mp4 (33.7 MB)
  • 038 EMR Notebooks Security and Instance Types.en.srt (5.7 KB)
  • 038 EMR Notebooks Security and Instance Types.mp4 (24.5 MB)
  • 039 Feature Engineering and the Curse of Dimensionality.en.srt (12.2 KB)
  • 039 Feature Engineering and the Curse of Dimensionality.mp4 (47.8 MB)
  • 040 Imputing Missing Data.en.srt (14.1 KB)
  • 040 Imputing Missing Data.mp4 (53.3 MB)
  • 041 Dealing with Unbalanced Data.en.srt (9.5 KB)
  • 041 Dealing with Unbalanced Data.mp4 (40.9 MB)
  • 042 Handling Outliers.en.srt (14.7 KB)
  • 042 Handling Outliers.mp4 (50.5 MB)
  • 043 Binning Transforming Encoding Scaling and Shuffling.en.srt (13.9 KB)
  • 043 Binning Transforming Encoding Scaling and Shuffling.mp4 (52.7 MB)
  • 044 Amazon SageMaker Ground Truth and Label Generation.en.srt (7.4 KB)
  • 044 Amazon SageMaker Ground Truth and Label Generation.mp4 (28.4 MB)
  • 045 Lab Preparing Data for TF-IDF with Spark and EMR Part 1.en.srt (10.1 KB)
  • 045 Lab Preparing Data for TF-IDF with Spark and EMR Part 1.mp4 (30.5 MB)
  • 046 Lab Preparing Data for TF-IDF with Spark and EMR Part 2.en.srt (14.4 KB)
  • 046 Lab Preparing Data for TF-IDF with Spark and EMR Part 2.mp4 (83.6 MB)
  • 047 Lab Preparing Data for TF-IDF with Spark and EMR Part 3.en.srt (22.7 KB)
  • 047 Lab Preparing Data for TF-IDF with Spark and EMR Part 3.mp4 (127.7 MB)
04 Modeling
  • 048 Section Intro Modeling.en.srt (3.0 KB)
  • 048 Section Intro Modeling.mp4 (40.3 MB)
  • 049 Introduction to Deep Learning.en.srt (14.8 KB)
  • 049 Introduction to Deep Learning.mp4 (63.6 MB)
  • 050 Activation Functions.en.srt (19.6 KB)
  • 050 Activation Functions.mp4 (47.0 MB)
  • 051 Convolutional Neural Networks.en.srt (20.1 KB)
  • 051 Convolutional Neural Networks.mp4 (89.1 MB)
  • 052 Recurrent Neural Networks.en.srt (17.3 KB)
  • 052 Recurrent Neural Networks.mp4 (59.5 MB)
  • 053 Deep Learning on EC2 and EMR.en.srt (2.5 KB)

Description

AWS Certified Machine Learning Specialty 2020 – Hands On![b] [/b]

Nervous about passing the AWS Certified Machine Learning – Specialty exam (MLS-C01)? You should be! There’s no doubt it’s one of the most difficult and coveted AWS certifications. A deep knowledge of AWS and SageMaker isn’t enough to pass this one – you also need deep knowledge of machine learning, and the nuances of feature engineering and model tuning that generally aren’t taught in books or classrooms. You just can’t prepare enough for this one.

This certification prep course is taught by Frank Kane, who spent nine years working at Amazon itself in the field of machine learning. Frank took and passed this exam on the first try, and knows exactly what it takes for you to pass it yourself. Joining Frank in this course is Stephane Maarek, an AWS expert and popular AWS certification instructor on Udemy.

In addition to the 9-hour video course, a 30-minute quick assessment practice exam is included that consists of the same topics and style as the real exam. You’ll also get four hands-on labs that allow you to practice what you’ve learned, and gain valuable experience in model tuning, feature engineering, and data engineering.

Created by Sundog Education by Frank Kane, Stephane Maarek | AWS Certified Solutions Architect & Developer, Frank Kane
Last updated 3/2020
English
English [Auto-generated]

For More Courses Visit: https://freecourseworld.com



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Udemy - AWS Certified Machine Learning Specialty 2020 – Hands On!


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